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Ever wondered how machine learning models recognize handwritten digits? I recently took on a fun project where I trained a model using TensorFlow and deployed it as a live web app using Streamlit — so anyone can draw a number and get a prediction in real-time. In this post, I’ll walk you through the entire process, from building the model in a Jupyter notebook to turning it into an interactive app available online. No backend. No frontend. Just Python

Apr 4, 2025 - 16:13
 0

Ever wondered how machine learning models recognize handwritten digits? I recently took on a fun project where I trained a model using TensorFlow and deployed it as a live web app using Streamlit — so anyone can draw a number and get a prediction in real-time.

In this post, I’ll walk you through the entire process, from building the model in a Jupyter notebook to turning it into an interactive app available online. No backend. No frontend. Just Python

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